{"id":"W4379377132","doi":"10.1002/alz.13316","title":"Rare neurovascular genetic and imaging markers across neurodegenerative diseases","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Cerebrovascular and genetic disorders","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Thunder Bay Regional Research Institute; McMaster University; Hamilton Health Sciences; Centre for Addiction and Mental Health; Ottawa Hospital; Bruyère; St. Joseph’s Healthcare Hamilton; Heart and Stroke Foundation; St Joseph's Health Care; Public Health Ontario; St Joseph's Health Centre; Toronto Western Hospital; University Health Network; Occupational Cancer Research Centre; Sinai Health System; Baycrest Hospital; Ontario Brain Institute; St. Michael's Hospital; Sunnybrook Health Science Centre; University of Ottawa; McGill University; Toronto Dementia Research Alliance; Western University; University of Toronto; Montreal Neurological Institute and Hospital","funders":"","keywords":"Neurovascular bundle; Neuroimaging; Disease; Medicine; Magnetic resonance imaging; Neuroscience; Pathology; Bioinformatics; Psychology; Psychiatry; Biology; Radiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000658384,0.0003399508,0.0003815203,0.001158703,0.0005539955,0.0006120474,0.0003867237,0.0003411544,0.001770554],"category_scores_gemma":[0.002682559,0.0001235245,0.0002346498,0.001414508,0.0005230767,0.0002221527,0.0004543105,0.0002764564,0.0001160042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005338256,"about_ca_system_score_gemma":0.0006054915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02427876,"about_ca_topic_score_gemma":0.03438897,"domain_scores_codex":[0.9994412,0.0001163952,0.00007084341,0.0001520099,0.0001406706,0.0000788074],"domain_scores_gemma":[0.9978345,0.0003868338,0.001207296,0.0001088567,0.000240414,0.0002221054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001330686,0.000009376858,0.9957917,0.0000181925,0.00008150846,0.0002780881,0.0001150001,0.00005702012,0.0008986472,0.0000643433,0.00007083301,0.002482176],"study_design_scores_gemma":[0.000004500763,0.00003718676,0.9986778,0.00001116458,0.0000403923,0.0007302748,0.0000717264,0.00007862774,0.000134221,0.00007919841,0.0001322929,0.000002570422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982729,0.0006255261,0.0001461212,0.00006761276,0.000003487189,0.000005780257,0.0003629461,0.000004296768,0.0005113586],"genre_scores_gemma":[0.9994211,0.000118084,0.0001642846,0.00001512591,0.000005208251,0.000003037529,0.0001981592,0.000001157154,0.00007381035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02427876,"threshold_uncertainty_score":0.04827487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01307071463823462,"score_gpt":0.2655473291513529,"score_spread":0.2524766145131183,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}